Altair® RapidMiner® Unlocks Next-Level Capabilities with Advanced AI Agent Framework
Altair (Nasdaq: ALTR) has enhanced its Altair RapidMiner data analytics and AI platform with advanced AI agent capabilities. The platform now enables organizations to build and deploy AI agents that integrate graph-based intelligence, machine learning, simulations, and business rules.
Key features include an AI fabric for creating intelligent ecosystems, graph-powered contextual intelligence, seamless integration with computational systems, built-in governance, and enhanced multi-agent collaboration. The platform also offers natural language understanding, tool integration, multi-agent coordination, context awareness, and advanced planning capabilities.
Altair (Nasdaq: ALTR) ha potenziato la sua piattaforma di analisi dei dati e intelligenza artificiale Altair RapidMiner con capacità avanzate di agenti AI. Ora la piattaforma consente alle organizzazioni di creare e distribuire agenti AI che integrano intelligenza basata su grafi, apprendimento automatico, simulazioni e regole aziendali.
Le funzionalità principali includono un tessuto AI per la creazione di ecosistemi intelligenti, intelligenza contestuale potenziata da grafi, integrazione senza soluzione di continuità con sistemi computazionali, governance integrata e collaborazione avanzata tra più agenti. La piattaforma offre anche comprensione del linguaggio naturale, integrazione di strumenti, coordinazione tra più agenti, consapevolezza del contesto e capacità avanzate di pianificazione.
Altair (Nasdaq: ALTR) ha mejorado su plataforma de análisis de datos e inteligencia artificial Altair RapidMiner con capacidades avanzadas de agentes de IA. Ahora la plataforma permite a las organizaciones crear y desplegar agentes de IA que integran inteligencia basada en grafos, aprendizaje automático, simulaciones y reglas comerciales.
Las características clave incluyen una arquitectura de IA para crear ecosistemas inteligentes, inteligencia contextual impulsada por grafos, integración fluida con sistemas computacionales, gobernanza incorporada y colaboración mejorada entre múltiples agentes. La plataforma también ofrece comprensión del lenguaje natural, integración de herramientas, coordinación entre múltiples agentes, conciencia del contexto y capacidades avanzadas de planificación.
알테어 (Nasdaq: ALTR)는 고급 AI 에이전트 기능을 추가하여 알테어 래피드마이너 데이터 분석 및 AI 플랫폼을 강화했습니다. 이제 이 플랫폼은 조직이 그래프 기반 지능, 기계 학습, 시뮬레이션 및 비즈니스 규칙을 통합하는 AI 에이전트를 구축하고 배포할 수 있도록 합니다.
주요 기능으로는 지능형 생태계를 생성하기 위한 AI 프레임워크, 그래프 기반의 맥락 지능, 컴퓨팅 시스템과의 원활한 통합, 내장된 거버넌스 및 향상된 다중 에이전트 협업이 있습니다. 이 플랫폼은 또한 자연어 이해, 도구 통합, 다중 에이전트 조정, 맥락 인식 및 고급 계획 기능을 제공합니다.
Altair (Nasdaq: ALTR) a amélioré sa plateforme d'analyse de données et d'IA Altair RapidMiner avec des capacités avancées d'agents d'IA. Désormais, la plateforme permet aux organisations de créer et de déployer des agents d'IA qui intègrent intelligence basée sur des graphes, apprentissage automatique, simulations et règles commerciales.
Les principales fonctionnalités comprennent une architecture d'IA pour créer des écosystèmes intelligents, une intelligence contextuelle propulsée par des graphes, une intégration transparente avec des systèmes informatiques, une gouvernance intégrée et une collaboration améliorée entre agents multiples. La plateforme propose également une compréhension du langage naturel, une intégration d'outils, une coordination entre plusieurs agents, une conscience contextuelle et des capacités de planification avancées.
Altair (Nasdaq: ALTR) hat seine Altair RapidMiner Datenanalyse- und KI-Plattform mit erweiterten KI-Agentenfunktionen verbessert. Die Plattform ermöglicht es Organisationen nun, KI-Agenten zu erstellen und einzusetzen, die grafikbasierte Intelligenz, maschinelles Lernen, Simulationen und Geschäft Regeln integrieren.
Zu den wichtigsten Funktionen gehören ein KI-Framework zur Erstellung intelligenter Ökosysteme, graphbasierte Kontextintelligenz, nahtlose Integration mit rechnergestützten Systemen, integrierte Governance und verbesserte Zusammenarbeit zwischen mehreren Agenten. Die Plattform bietet auch ein Verständnis für natürliche Sprache, Werkzeugintegration, Koordination von mehreren Agenten, Kontextbewusstsein und erweiterte Planungsfähigkeiten.
- Introduction of advanced AI agent framework enhancing platform capabilities
- Integration of multiple technologies (graph-based intelligence, ML, simulations) into a unified system
- Enhanced governance and traceability features for AI operations
- None.
Insights
Platform empowers users to seamlessly build and deploy advanced AI agents
"Altair RapidMiner, already a trusted platform for machine learning and data analytics, is now taking the next step with our AI agent framework. By enabling users to build autonomous AI agents that seamlessly integrate graph-based intelligence, machine learning, simulations, and business rules, we're unlocking new possibilities," said Sam Mahalingam, chief technology officer, Altair. "This innovative approach, built on the trusted foundation of Altair RapidMiner, allows organizations to maximize the value of their data and achieve a competitive edge."
This new capability brings together the most advanced features of leading AI agent frameworks and enhances them with Altair RapidMiner's signature strengths. By combining graph-based intelligence, dynamic agent collaboration, and integrations with physical simulations, traditional machine learning models, and business rules, Altair RapidMiner enables users to create comprehensive, computationally optimized automation systems.
New features in Altair RapidMiner for AI agents include:
- AI fabric: intelligent ecosystems within reach – Altair RapidMiner supports agents that operate within an AI fabric: a dynamic, graph-powered environment that unifies data, actions, and actors into a seamless ecosystem. This helps users transform operations into intelligent, adaptive systems where agents collaborate with humans and other systems in real time.
- Graph-powered contextual intelligence – At the heart of this new framework is Altair RapidMiner's ability to leverage knowledge graphs, which provide AI agents with a comprehensive understanding of relationships, dependencies, and real-time data. Graph-based intelligence empowers agents to navigate complex systems, adapt to new information, and generate actionable insights.
- Seamless integration with advanced computational systems – Users can now combine agentic AI capabilities with physical simulations, traditional machine learning models, and conventional business rules. This unique integration creates a unified platform that blends cutting-edge AI with proven approaches to deliver robust, optimized, and scalable automation.
- Built-in governance and traceability – Altair RapidMiner ensures AI agents' actions are always traceable and governed by a universal access control framework. Every interaction – whether a human intervention or an agent decision – is logged as part of the graph, providing full transparency and accountability.
- Enhanced multi-agent collaboration – AI agents in Altair RapidMiner aren't static tools – they are dynamic participants in workflows. They act as adaptive nodes within the graph, continuously refining their context, collaborating with other agents, and orchestrating processes alongside human users to achieve seamless automation and decision-making.
Altair RapidMiner's AI agent capabilities also include all the advanced features users expect from modern agent frameworks, including:
- Natural language understanding (NLU) – Allows agents to process and interpret complex inputs.
- Tool integration – Seamlessly connects to APIs, enterprise systems, and external tools.
- Multi-agent coordination – Allows agents to easily collaborate on complex, multi-step tasks.
- Context awareness and memory – Persistent memory ensures continuity across tasks and interactions.
- Advanced planning and reasoning – Makes dynamic strategy adjustments based on real-time inputs.
To learn more about Altair RapidMiner, visit https://altair.com/altair-rapidminer.
About Altair
Altair is a global leader in computational intelligence that provides software and cloud solutions in simulation, high-performance computing (HPC), data analytics, and AI. Altair enables organizations across all industries to compete more effectively and drive smarter decisions in an increasingly connected world – all while creating a greener, more sustainable future. To learn more, please visit www.altair.com.
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SOURCE Altair
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